WASHINGTON—A White House-backed plan to overhaul the National Security Agency's phone-data program ran into considerable skepticism from Republicans and Democrats during the Senate intelligence panel's first public evaluation of the proposal.

At the hearing, held on the first anniversary of leaks from former NSA contractor Edward Snowden, senators raised a range of concerns from whether the proposed changes sufficiently protect...